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chore(main): release 0.3.0 (#13)
Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
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CHANGELOG.md

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[1]: https://pypi.org/project/bigframes/#history
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## [0.3.0](https://github.com/googleapis/python-bigquery-dataframes/compare/v0.2.0...v0.3.0) (2023-09-02)
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### Features
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* Add `bigframes.get_global_session()` and `bigframes.reset_session()` aliases ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Add `bigframes.pandas.read_pickle` function ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Add `components_`, `explained_variance_`, and `explained_variance_ratio_` properties to `bigframes.ml.decomposition.PCA` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Add `fit_transform` to `bigquery.ml` transformers ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Add `Series.dropna` and `DataFrame.fillna` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Add `Series.str` methods `isalpha`, `isdigit`, `isdecimal`, `isalnum`, `isspace`, `islower`, `isupper`, `zfill`, `center` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Support `bigframes.pandas.merge()` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Support `DataFrame.isin` with list and dict inputs ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Support `DataFrame.pivot` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Support `DataFrame.stack` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Support `DataFrame`-`DataFrame` binary operations ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Support `df[my_column] = [a python list]` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Support `Index.is_monotonic` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Support `np.arcsin`, `np.arccos`, `np.arctan`, `np.sinh`, `np.cosh`, `np.tanh`, `np.arcsinh`, `np.arccosh`, `np.arctanh`, `np.exp` with Series argument ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Support `np.sin`, `np.cos`, `np.tan`, `np.log`, `np.log10`, `np.sqrt`, `np.abs` with Series argument ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Support `pow()` and power operator in `DataFrame` and `Series` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Support `read_json` with `engine=bigquery` for newline-delimited JSON files ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Support `Series.corr` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Support `Series.map` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Support for `np.add`, `np.subtract`, `np.multiply`, `np.divide`, `np.power` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Support MultiIndex for DataFrame columns ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Use `pandas.Index` for column labels ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Use default session and connection in `ml.llm` and `ml.imported` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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### Bug Fixes
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* Add error message to `set_index` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Align column names with pandas in `DataFrame.agg` results ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Allow (but still not recommended) `ORDER BY` in `read_gbq` input when an `index_col` is defined ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Check for IAM role on the BigQuery connection when initializing a `remote_function` ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Check that types are specified in `read_gbq_function` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Don't use query cache for Session construction ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Include survey link in abstract `NotImplementedError` exception messages ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Label temp table creation jobs with `source=bigquery-dataframes-temp` label ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Make `X_train` argument names consistent across methods ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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* Raise AttributeError for unimplemented pandas methods ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Raise exception for invalid function in `read_gbq_function` ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Support spaces in column names in `DataFrame` initializater ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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### Performance Improvements
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* Add local cache for `__repr_*__` methods ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Lazily instantiate client library objects ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Use `row_number()` filter for `head` / `tail` ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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### Documentation
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* Add ML section under Overview ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Add release status to table of contents ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Add samples and best practices to `read_gbq` docs ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Correct the return types of Dataframe and Series ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Create subfolders for notebooks ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Fix link to GitHub ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Highlight bigframes is open-source ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Sample ML Drug Name Generation notebook ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Set `options.bigquery.project` in sample code ([89b9503](https://github.com/googleapis/python-bigquery-dataframes/commit/89b95033d6b449bfc21249057d7c024d096c80d0))
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* Transform remote function user guide into sample code ([a32b747](https://github.com/googleapis/python-bigquery-dataframes/commit/a32b74751785c8e8aec40ce01df639dd7c4fbb77))
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* Update remote function notebook with read_gbq_function usage ([8fab755](https://github.com/googleapis/python-bigquery-dataframes/commit/8fab75576757230bca5c7df10994837ac406300f))
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## 0.2.0 (2023-08-17)
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### Features

bigframes/version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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__version__ = "0.2.0"
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__version__ = "0.3.0"

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